Automation Versus Innovation
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The Economics of Artificial Intelligence
Author | : Ajay Agrawal |
Publisher | : University of Chicago Press |
Total Pages | : 172 |
Release | : 2024-03-05 |
Genre | : Business & Economics |
ISBN | : 0226833127 |
A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.
Signals for Strategists
Author | : David Schatsky |
Publisher | : |
Total Pages | : |
Release | : 2015 |
Genre | : BUSINESS & ECONOMICS |
ISBN | : 9780795345609 |
This book is for strategists0́4leaders, managers, entrepreneurs0́4who are so caught up in the daily pressures of business that they're missing key signals of their future reality. It's like driving a car heads down, staring at the dashboard, rather than heads up, looking through the windshield. We need to do both. The book is devoted to the practice of sensing, or scanning the horizon for signs of emerging trends. The sooner we see them, the better our response.Each chapter starts with a set of signals0́4data we observed that, taken together, helped us to reveal a trend. The impact of new technology on strategy is a theme of the book, and each chapter looks at how organizations are using new technologies to their advantage.The goal is to spark meaningful conversations within organizations: How could we participate in the collaborative economy? What could our CIO and our CMO be doing to drive strategy, innovation, and revenue growth? What could we do to leverage the Internet of Things and intelligent automation as catalysts of invention? Could we use MOOCs as pivots for corporate training, recruiting, and marketing? How might technology transform the manufacturing process, our supply chain, and the knowledge work that we do? Could we take advantage of the renaissance in domestic energy (oil and gas)? What could we be doing to counter cyber crime? What is our organization doing to tune into signals of emerging trends that may be relevant to us?In an environment where the pace of change is accelerating, sensing has become an essential discipline for all organizations. No matter your role in an organization, sensing emerging trends can make you more effective and more valuable in your work. If you've been working too heads-down lately and feel overwhelmed by data and deadlines, then this book is for you. It's a quick read designed to give you a heads up on your horizon.
Automation and the Future of Work
Author | : Aaron Benanav |
Publisher | : Verso Books |
Total Pages | : 161 |
Release | : 2022-04-19 |
Genre | : Social Science |
ISBN | : 1839761326 |
A consensus-shattering account of automation technologies and their effect on workplaces and the labor market In this consensus-shattering account of automation technologies, Aaron Benanav investigates the economic trends that will shape our working lives far into the future. Silicon Valley titans, politicians, techno-futurists, and social critics have united in arguing that we are on the cusp of an era of rapid technological automation, heralding the end of work as we know it. But does the muchdiscussed “rise of the robots” really explain the long-term decline in the demand for labor? Automation and the Future of Work uncovers the deep weaknesses of twenty-first-century capitalism and the reasons why the engine of economic growth keeps stalling. Equally important, Benanav goes on to salvage from automation discourse its utopian content: the positive vision of a world without work. What social movements, he asks, are required to propel us into post-scarcity if technological innovation alone can’t deliver it? In response to calls for a permanent universal basic income that would maintain a growing army of redundant workers, he offers a groundbreaking counterproposal.
The Startup Way
Author | : Eric Ries |
Publisher | : Crown Currency |
Total Pages | : 402 |
Release | : 2017-10-17 |
Genre | : Business & Economics |
ISBN | : 110190321X |
Entrepreneur and bestselling author of The Lean Startup, Eric Ries reveals how entrepreneurial principles can be used by businesses of all kinds, ranging from established companies to early-stage startups, to grow revenues, drive innovation, and transform themselves into truly modern organizations, poised to take advantage of the enormous opportunities of the twenty-first century. In The Lean Startup, Eric Ries laid out the practices of successful startups – building a minimal viable product, customer-focused and scientific testing based on a build-measure-learn method of continuous innovation, and deciding whether to persevere or pivot. In The Startup Way, he turns his attention to an entirely new group of organizations: established enterprises like iconic multinationals GE and Toyota, tech titans like Amazon and Facebook, and the next generation of Silicon Valley upstarts like Airbnb and Twilio. Drawing on his experiences over the past five years working with these organizations, as well as nonprofits, NGOs, and governments, Ries lays out a system of entrepreneurial management that leads organizations of all sizes and from every industry to sustainable growth and long-term impact. Filled with in-the-field stories, insights, and tools, The Startup Way is an essential road map for any organization navigating the uncertain waters of the century ahead.
Deploying Machine Learning
Author | : Robbie Allen |
Publisher | : Addison-Wesley Professional |
Total Pages | : 99998 |
Release | : 2019-05 |
Genre | : Computers |
ISBN | : 9780135226209 |
Increasingly, business leaders and managers recognize that machine learning offers their companies immense opportunities for competitive advantage. But most discussions of machine learning are intensely technical or academic, and don't offer practical information leaders can use to identify, evaluate, plan, or manage projects. Deploying Machine Learning fills that gap, helping them clarify exactly how machine learning can help them, and collaborate with technologists to actually apply it successfully. You'll learn: What machine learning is, how it compares to "big data" and "artificial intelligence," and why it's suddenly so important What machine learning can do for you: solutions for computer vision, natural language processing, prediction, and more How to use machine learning to solve real business problems -- from reducing costs through improving decision-making and introducing new products Separating hype from reality: identifying pitfalls, limitations, and misconceptions upfront Knowing enough about the technology to work effectively with your technical team Getting the data right: sourcing, collection, governance, security, and culture Solving harder problems: exploring deep learning and other advanced techniques Understanding today's machine learning software and hardware ecosystem Evaluating potential projects, and addressing workforce concerns Staffing your project, acquiring the right tools, and building a workable project plan Interpreting results -- and building an organization that can increasingly learn from data Using machine learning responsibly and ethically Preparing for tomorrow's advances The authors conclude with five chapter-length case studies: image, text, and video analysis, chatbots, and prediction applications. For each, they don't just present results: they also illuminate the process the company undertook, and the pitfalls it overcame along the way.
Vintage Innovation
Author | : John Spencer |
Publisher | : |
Total Pages | : 240 |
Release | : 2019-12-28 |
Genre | : Education |
ISBN | : 9781734172553 |
What is Vintage Innovation?Vintage Innovation redefines innovation not as "new and flashy" but as "better and different." It isn't a rejection of new approaches or cutting-edge technology so much as an embrace of the old and the new.It's the overlap of the "tried and true" and the "never tried." It's a mash-up of low-fi tech and new tech. It's the idea of finding relevance by looking back and looking forward. It's a focus on timeless skills in new contexts. It's the idea that innovation happens when teachers take a both/and approach as they empower their students in the present to prepare them for an uncertain future.If you are a teacher, you are an innovator. You are the experimenter trying new strategies. You are the architect designing new learning opportunities. Apps change. Gadgets break. Technology grows obsolete. But one thing remains: teachers change the world. And one way to do this is through a vintage innovation approach. With vintage innovation, teachers ask: How do I innovate when I don't have the best technology? How can I use vintage tools, ideas, and approaches in new ways? How can I use constraints to spark creativity? How do I blend together the "tried and true" with the "never tried?"
Industry 4.0 for SMEs
Author | : Dominik T. Matt |
Publisher | : Springer Nature |
Total Pages | : 435 |
Release | : 2020-01-03 |
Genre | : Business & Economics |
ISBN | : 3030254259 |
This open access book explores the concept of Industry 4.0, which presents a considerable challenge for the production and service sectors. While digitization initiatives are usually integrated into the central corporate strategy of larger companies, smaller firms often have problems putting Industry 4.0 paradigms into practice. Small and medium-sized enterprises (SMEs) possess neither the human nor financial resources to systematically investigate the potential and risks of introducing Industry 4.0. Addressing this obstacle, the international team of authors focuses on the development of smart manufacturing concepts, logistics solutions and managerial models specifically for SMEs. Aiming to provide methodological frameworks and pilot solutions for SMEs during their digital transformation, this innovative and timely book will be of great use to scholars researching technology management, digitization and small business, as well as practitioners within manufacturing companies.
Innovation and Employment
Author | : Charles Edquist |
Publisher | : Edward Elgar Publishing |
Total Pages | : 226 |
Release | : 2001-01-01 |
Genre | : Technology & Engineering |
ISBN | : 1843762870 |
This book is an important addition to what can be broadly referred to as the national systems of innovation (NSI) approach. The particular contribution of the book is in the examination of the employment effects of innovation, something only indirectly considered hitherto. . . It is a thorough integration of existing knowledge on the key employment implications of innovation. . . Rachel Parker, Labour and Industry This is a highly readable, non-technical book . . . a highly clear and well-argued book that should be useful for policymakers and higher education alike. It brings together much of the most recent and useful literature in the area of innovation, employment and related public policy. It is an opportune addition to the existing documentation on the subject. Journal of Economics / Zeitschrift für Nationalökonomie Which kinds of growth lead to increased employment and which do not? This is one of the questions that this important volume attempts to answer. The book explores the complex relationships between innovation, growth and employment that are vital for both research into, and policy for, the creation of jobs. Politicians claiming that more rapid growth would remedy unemployment do not usually specify what kind of growth is meant. Is it, for example, economic (GDP) or productivity growth? Growing concern over jobless growth requires both policymakers and researchers to make such distinctions, and to clarify their employment implications. The authors initially address their theoretical approach to, and conceptualization of, innovation and employment, where the distinction between process and product innovations and between high-tech and low-tech goods and services are central. They go on to address the relationship between innovation and employment, using empirical material to analyse the effects that different kinds of innovations have upon job creation and destruction. Finally, the volume summarizes the findings and addresses conclusions as well as policy implications. This book will be of great interest to those involved in research and policy in the fields of macroeconomics (economic growth and employment), industrial economics and innovation.
The Smart Nonprofit
Author | : Beth Kanter |
Publisher | : John Wiley & Sons |
Total Pages | : 240 |
Release | : 2022-03-03 |
Genre | : Business & Economics |
ISBN | : 1119818133 |
A pragmatic framework for nonprofit digital transformation that embraces the human-centered nature of your organization The Smart Nonprofit turns the page on an era of frantic busyness and scarcity mindsets to one in which nonprofit organizations have the time to think and plan — and even dream. The Smart Nonprofit offers a roadmap for the once-in-a-generation opportunity to remake work and accelerate positive social change. It comes from understanding how to use smart tech strategically, ethically and well. Smart tech does rote tasks like filling out expense reports and identifying prospective donors. However, it is also beginning to do very human things like screening applicants for jobs and social services, while paying forward historic biases. Beth Kanter and Allison Fine elegantly outline the ways smart nonprofits must stay human-centered and root out embedded bias in order to success at the compassionate and creative work that only humans can and should do.